Modular Design of Clustering Algorithm
currently, there are a lot of clustering algorithms in data mining areas, at the same time the new algorithms are emerging more and more. However, each algorithm in the existing mining tools is designed independently that based on their respective mind. After analyzing a large number of clustering algorithms, a conclusion is that some algorithms are designed similarly, some algorithms inherit from others. Therefore, after having summarized the design philosophy of the existing algorithms, found the correlation between them, then realizes the modular of algorithm features with the help of the objectoriented design. It is significant to increase the versatility of the code, and enhance code maintainability and future updates and maintenance of mining tools.
Data Mining Clustering Modular Objectoriented
Zhigang Li Kunpeng Li Wenli Ma
College of Computer and Automatic Control Hebei Polytechnic University Tangshan Hebei Electrical Department Tangshan Vocational College of science and Technology Tangshan Hebei
国际会议
秦皇岛
英文
189-192
2010-11-05（万方平台首次上网日期，不代表论文的发表时间）